Class-Difficulty Based Methods for Long-Tailed Visual Recognition

29 July 2022

Papers citing "Class-Difficulty Based Methods for Long-Tailed Visual Recognition"

17 / 17 papers shown

Title
Identifying Key Challenges of Hardness-Based Resampling Pawel Pukowski Venet Osmani 33 0 0 09 Apr 2025
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu Yuanyuan Hong Yihua Chen He Wang Moriaki Yasuhara 63 0 0 03 Dec 2024
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification Jingyu Kong Yuan Guo Yu Wang Yuping Duan DiffM MedIm 31 0 0 22 Sep 2024
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds Yanbiao Ma Licheng Jiao Fang Liu Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 44 0 0 22 Apr 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao F. Liu Shuyuan Yang Xu Liu Puhua Chen 23 10 0 21 Jan 2024
Data-Centric Long-Tailed Image Recognition Yanbiao Ma Licheng Jiao Fang Liu Shuyuan Yang Xu Liu Puhua Chen 35 1 0 03 Nov 2023
Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning Yanbiao Ma Licheng Jiao Fang Liu Shuyuan Yang Xu Liu Lingling Li OOD 28 7 0 16 Oct 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition Zichang Tan Jun Yu Li Jinhao Du Jun Wan Zhen Lei Guodong Guo VLM 28 21 0 29 Jun 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition Mengke Li Y. Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 26 5 0 18 May 2023
Use Your Head: Improving Long-Tail Video Recognition Toby Perrett Saptarshi Sinha T. Burghardt Majid Mirmehdi Dima Damen 30 15 0 03 Apr 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao F. Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 36 5 0 22 Mar 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 28 30 0 10 Feb 2023
Dynamic Loss For Robust Learning Shenwang Jiang Jianan Li Jizhou Zhang Ying Wang Tingfa Xu NoLa OOD 23 6 0 22 Nov 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 11 6 0 07 Sep 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 16 1 0 24 May 2022
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 241 457 0 11 Mar 2020
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 163 25,247 0 09 Jun 2011